The Future of Artificial Intelligence at LinkedIn
These days, it seems everyone is working on their Artificial Intelligence strategy and that includes LinkedIn, the world’s largest professional network with more than 900 million members in more than 200 countries.
LinkedIn's mission is to create economic opportunity for every member of the global workforce, but how does AI and Machine Learning fit into that vision?
In this episode, I talk to Xavier Amatriain, Vice President of Engineering for Artificial Intelligence and Product Initiatives at LinkedIn. Xavier has two decades of experience leading AI and Machine learning solutions in e-commerce, health, media and education. He held senior engineering and research roles at Quora and Netflix.
We’ll be talking about how companies can solve new problems using AI, how the technologies are affecting everything we’re doing and how to further a company's mission in an age where humans work with computers to define the future.
Show Links
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The Paradox of Choice: https://go.raybo.org/CqsZ
Xavier Amatriain Lecture 12: https://go.raybo.org/Cqsa
The Paradox of Choice Book: https://go.raybo.org/Cqsh
Xavier Amatriain on YouTube: https://go.raybo.org/Cqso
Technology is changing the way you see a doctor: https://go.raybo.org/Cqsr
AI May Be Better Than Doctors at Detecting Breast Cancer: https://go.raybo.org/Cqst
A new chapter, AI software tech and people not in that order: https://go.raybo.org/Cqt6
I am in Xavier Amatriain on Joining LinkedIn: https://go.raybo.org/Cqt7
A New Open Source Flan 20B with UL2: https://go.raybo.org/Cqt9
Discord is reinventing its mascot Clyde as an OpenAI AI chatbot: https://go.raybo.org/CqtB
Introducing Microsoft 365 Copilot: https://go.raybo.org/CqtC
Reinventing Productivity at Microsoft: https://go.raybo.org/CqtD
Unlocking nearly 10 billion years worth of knowledge: https://go.raybo.org/CqtG
Elevate your Career with the Power of AI: https://go.raybo.org/CqtI
100 Free AI Courses: https://go.raybo.org/CqtK
Index
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00:00 Everyone is All In on AI
01:21 Journey from Research to Netflix to Modern AI
01:37 Life at Netflix
03:19 Learning the value of text at Quora
03:35 Creating a Startup
04:04 Joining LinkedIn
06:11 Too much choice is a bad thing
12:15 Four things that make a good Recommendation Engine
15:48 How 'Classic' AI Worked
19:03 Two Unique Things about Modern AI
22:19 The Two Healthcare Problems AI Addresses
30:42 Similarities between Healthcare AI and LinkedIn AI
33:57 What is Xavier's Role at LinkedIn
37:12 Acceleration of Innovation in AI
43:28 Every Single Product will have AI
48:12 LinkedIn's Collaborative Articles AI Announcement
52:35 LinkedIn is using GPT-4
53:49 Job Description and Profile AIs at LinkedIn
01:02:27 100 Free AI Courses Released on LinkedIn Learning
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